DRL-Based Channel and Latency Aware Scheduling and Resource Allocation for Multi-User Millimeter-Wave RAN

A DRL-based uplink resource allocation algorithm with channel condition and latency awareness is demonstrated for multi-user RAN. The algorithm is verified experimentally with dynamic RoF-mmWave channels, achieving 19% reward improvement compared to conventional scheduling schemes.